chaiml-nemo-nis-sft-filt_7345

developer_uid: NischayDnk
submission_id: chaiml-nemo-nis-sft-filt_7345_v2
model_name: chaiml-nemo-nis-sft-filt_7345_v2
model_group: ChaiML/nemo-nis-sft-filt
status: torndown
timestamp: 2025-09-19T17:32:10+00:00
num_battles: 5523
num_wins: 3024
celo_rating: 1283.38
family_friendly_score: 0.5076
family_friendly_standard_error: 0.007070250914925157
submission_type: basic
model_repo: ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-length-filter-convos-bottom1500
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7899258338168618, 'latency_mean': 1.2658424031734468, 'latency_p50': 1.2661824226379395, 'latency_p90': 1.389433217048645}, {'batch_size': 4, 'throughput': 1.649627049169649, 'latency_mean': 2.4094347131252287, 'latency_p50': 2.398900866508484, 'latency_p90': 2.711474823951721}, {'batch_size': 5, 'throughput': 1.759689056531758, 'latency_mean': 2.8239290750026704, 'latency_p50': 2.8376933336257935, 'latency_p90': 3.184781575202942}, {'batch_size': 8, 'throughput': 1.9977995694572894, 'latency_mean': 3.9724577498435973, 'latency_p50': 3.9550557136535645, 'latency_p90': 4.459419274330139}, {'batch_size': 10, 'throughput': 2.070379723114335, 'latency_mean': 4.7925576865673065, 'latency_p50': 4.78489625453949, 'latency_p90': 5.591137838363648}, {'batch_size': 12, 'throughput': 2.1256200789906083, 'latency_mean': 5.595331546068191, 'latency_p50': 5.580249667167664, 'latency_p90': 6.2669240713119505}, {'batch_size': 15, 'throughput': 2.1625846032821268, 'latency_mean': 6.88041523694992, 'latency_p50': 6.952060222625732, 'latency_p90': 7.851631283760071}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nemo-nis-sft-filt_7345_v2
is_internal_developer: False
language_model: ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-length-filter-convos-bottom1500
model_size: 13B
ranking_group: single
throughput_3p7s: 1.97
us_pacific_date: 2025-09-19
win_ratio: 0.5475285171102662
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['###', 'You:', '<|im_start|>', '<|im_end|>', '</s>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly\n{bot_name} memory: {memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer
Waiting for job on chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer to finish
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║                                                                     ║
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chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: Downloaded to shared memory in 30.229s
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: Checking if ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-length-filter-convos-bottom1500 already exists in ChaiML
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpdbdms1kj, device:0
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: quantized model in 148.004s
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: Processed model ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-length-filter-convos-bottom1500 in 178.233s
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-nis-sft-filt-7345-v2/nvidia
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-filt-7345-v2/nvidia/tokenizer_config.json
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-filt-7345-v2/nvidia/config.json
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-filt-7345-v2/nvidia/special_tokens_map.json
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-filt-7345-v2/nvidia/tokenizer.json
chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-nis-sft-filt-7345-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer completed after 236.61s with status: succeeded
Stopping job with name chaiml-nemo-nis-sft-filt-7345-v2-mkmlizer
Pipeline stage MKMLizer completed in 237.43s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-nis-sft-filt-7345-v2
Waiting for inference service chaiml-nemo-nis-sft-filt-7345-v2 to be ready
Inference service chaiml-nemo-nis-sft-filt-7345-v2 ready after 60.304625034332275s
Pipeline stage MKMLDeployer completed in 60.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8389437198638916s
Received healthy response to inference request in 1.3375585079193115s
Received healthy response to inference request in 1.271235466003418s
Received healthy response to inference request in 1.1350171566009521s
Received healthy response to inference request in 1.2903108596801758s
5 requests
0 failed requests
5th percentile: 1.1622608184814454
10th percentile: 1.1895044803619386
20th percentile: 1.2439918041229248
30th percentile: 1.2750505447387694
40th percentile: 1.2826807022094726
50th percentile: 1.2903108596801758
60th percentile: 1.3092099189758302
70th percentile: 1.3281089782714843
80th percentile: 1.4378355503082276
90th percentile: 1.6383896350860596
95th percentile: 1.7386666774749755
99th percentile: 1.8188883113861083
mean time: 1.37461314201355
Pipeline stage StressChecker completed in 8.33s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.69s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.65s
Shutdown handler de-registered
chaiml-nemo-nis-sft-filt_7345_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nemo-nis-sft-filt-7345-v2-profiler
Waiting for inference service chaiml-nemo-nis-sft-filt-7345-v2-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2446.74s
Shutdown handler de-registered
chaiml-nemo-nis-sft-filt_7345_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-nis-sft-filt_7345_v2 status is now torndown due to DeploymentManager action